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Merge remote-tracking branch 'origin/main' into remove-mkdocs-documentation
# Conflicts: # CLAUDE.md # justfile
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CLAUDE.md

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@@ -29,9 +29,6 @@ make mypy # Run type checking
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make test # Run all tests
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make test-tools # Run tool-specific tests
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make test-examples # Run example tests
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# MCP Development
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make mcp-inspector # Run MCP server inspector for debugging
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```
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## Code Architecture
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- Handles file upload detection (`format: binary``type: file`)
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- Resolves schema references
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4. **MCP Server** (`stackone_ai/server.py`): Protocol implementation
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- Async tool execution
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- CLI interface via `stackmcp` command
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### OpenAPI Specifications
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All tool definitions are generated from OpenAPI specs in `stackone_ai/oas/`:

examples/mcp_server.py

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justfile

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@@ -25,8 +25,3 @@ test-examples:
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# Run type checking
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mypy:
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uv run mypy stackone_ai
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# Run MCP server inspector for debugging
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mcp-inspector:
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uv sync --all-extras
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npx @modelcontextprotocol/inspector stackmcp

pyproject.toml

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"eval-type-backport; python_version<'3.10'", # TODO: Remove when Python 3.9 support is dropped
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]
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[project.scripts]
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stackmcp = "stackone_ai.server:cli"
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[build-system]
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requires = ["hatchling"]
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build-backend = "hatchling.build"
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[project.optional-dependencies]
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# TODO: Remove python_version conditions when Python 3.9 support is dropped
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mcp = [
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"mcp[cli]>=1.3.0; python_version>='3.10'",
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"mcp>=1.3.0; python_version>='3.10'",
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]
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examples = [
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"crewai>=0.102.0; python_version>='3.10'",

stackone_ai/server.py

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